Global Response Against Child Exploitation

Informacje na temat projektu

GRACE

Identyfikator umowy o grant: 883341

DOI

10.3030/883341

Projekt został zamknięty

Data podpisania przez KE 18 Maja 2020

Data rozpoczęcia 1 Czerwca 2020

Data zakończenia 30 Listopada 2023

Finansowanie w ramach

• Secure societies - Protecting freedom and security of Europe and its citizens

Koszt całkowity

€ 6 824 012,50

Wkład UE

€ 6 823 512,50

Koordynowany przez

FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH
Spain

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (18)

Ethical report v1

This deliverable will define the potential ethical concerns related to use of Big Data Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material CSEM Related tasks T91

Best Practices on Victim support for LEA first responders

This report will include best practices on victim support for LEA first responders on CSE. Related task(s): T10.5

Report on Federated Learning strategies

This deliverable will report on the design and implementation of the Federated Learning strategies Related tasks T53

Legal report v2

This deliverable will summarize the legal environment and define the potential legal concerns related to use of Big Data, Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material (CSEM). Related task(s): T9.2.

Review Mechanism and Procedure

This deliverable provides the results of the process of developing the review mechanism as well as the final review procedure and mechanism consisting of the check list, guidelines and instructions. Related task(s): T9.5.

Quality Management guidelines

This report will include the guidelines and best practices to be implemented by the Consortium to assure the high quality of the project

"Architecture for technical safeguards - ""security and privacy by design"" v2"

Architecture for the development of technical safeguards to prevent violations of ethical and legal standards –“ security and privacy by design” has to be implemented. Related task(s): T9.4.

Overall legal and ethical framework v1

This deliverable will define the overall legal and ethical framework of the GRACE project Related tasks T93

"Architecture for technical safeguards - ""security and privacy by design"" v1"

Architecture for the development of technical safeguards to prevent violations of ethical and legal standards security and privacy by design has to be implemented Related tasks T94

Stakeholder and policy recommendations for addressing online CSEM v2

This deliverable will deliver policy recommendations for addressing the creation, distribution and consumption of online CSEM. Related task(s): T10.4.

GRACE sub-committees and Advisory Board's plan and establishment

Description of structure members and governance policies for the GRACE subcommittees and Advisory Boards

Ethical report v2

This deliverable will define the potential ethical concerns related to use of Big Data, Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material (CSEM). Related task(s): T9.1.

Legal report v1

This deliverable will summarize the legal environment and define the potential legal concerns related to use of Big Data Machine Learning and AI with regard to investigations concerning child sexual exploitation and abuse material CSEM Related tasks T92

Best Practices on Victim support for LEA first responders v1

This report will include best practices on victim support for LEA first responders on CSE Related tasks T105

SELP guidelines for GRACE

Description of SELP policies and guidelines as well as a description of the SELP monitoring processes that will be followed during the duration of the project

Innovation Management strategy, guidelines and tools

Description of the detailed innovation management strategy guidelines and tools to be followed within the duration of the project

Stakeholder and policy recommendations for addressing online CSEM v1

This deliverable will deliver policy recommendations for addressing the creation distribution and consumption of online CSEM Related tasks T104

Overall legal and ethical v2 framework

This deliverable will define the overall legal and ethical framework of the GRACE project. Related task(s): T9.3.

Other (1)

GRACE website, social media presence and dissemination materials

This deliverable includes the creating setup and maintenance of GRACEs public website social media accounts and the design and acquisition of other dissemination materials Related tasks T101

Publikacje

Conference proceedings (9)

Impact of facial occlusions in age estimation algorithms for forensic applications.

Autorzy: Carofilis, A., Chaves, D., Martínez-Mendoza, A., Fidalgo, E., González-Castro, V., & Alegre, E.
Opublikowane w: VIII Jornadas Nacionales de Investigación en Ciberseguridad, 2023
Wydawca: -
DOI: 10.5281/zenodo.10130421

Multi-label Text Classification Approach for User Profiling in Chat Messages

Autorzy: Al-Nabki, Wesam; Vasco-Carofilis, Andrés; Díaz-Ocampo, Daniel; Deisy Chaves; Fernández-Robles, Laura; Alegre, Enrique
Opublikowane w: 5th International Conference on Applications of Intelligent Systems, 2023
Wydawca: (APPIS 2023)
DOI: 10.5281/zenodo.7990416

Deep Multi-modal Representation Schemes for Federated 3D Human Action Recognition

Autorzy: Psaltis, A., Patrikakis, C. Z., & Daras, P.
Opublikowane w: European Conference on Computer Vision, 2022
Wydawca: -
DOI: 10.5281/zenodo.7505951

Authorship identification in text documents using BERT and POS features

Autorzy: Daniel Díaz-Ocampo; Wesam Al-Nabki; Andrés Vasco-Carofilis; Laura Fernández-Robles; Eduardo Fidalgo; Enrique Alegre
Opublikowane w: 5th International Conference on Applicationsof Intelligent Systems, 2023
Wydawca: (APPIS 2023)
DOI: 10.5281/zenodo.7923979

Boosting Masked Face Recognition with Multi-Task ArcFace

Autorzy: David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako
Opublikowane w: Proceedings of SITIS 2022, 2023
Wydawca: IEEE

A Data Augmentation Strategy for Improving Age Estimation to Support CSEM Detection

Autorzy: Chaves, Deisy; Agarwal, Nancy; Fidalgo, Eduardo; Alegre, Enrique
Opublikowane w: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), Numer Volume 5, 2023, Strona(/y) 692-699
Wydawca: SCITEPRESS
DOI: 10.5220/0011719700003417

Assessment of age estimation methods for forensic applications using non-occluded and synthetic occluded facial images

Autorzy: Jeuland, Elouan Derenee; Del Río Ferreras, Aitor; Chaves, Deisy; Fidalgo, Eduardo; González-Castro, Víctor; Alegre, Enrique
Opublikowane w: XLIII Jornadas de Automática: libro de actas, Numer 2, 2022, Strona(/y) 972-979, ISBN 978-84-9749-841-8
Wydawca: -
DOI: 10.17979/spudc.9788497498418.0972

Age and gender estimation from speech to support the detection of Child Sexual Abuse Material

Autorzy: Vasco-Carofilis, Andrés; Al-Nabki, Wesam; Martínez-Mendoza, Alicia; Fernández-Robles, Laura; Fidalgo, Eduardo; Alegre, Enrique
Opublikowane w: 5th International Conference on Applications of Intelligent Systems, 2023
Wydawca: (APPIS 2023)
DOI: 10.5281/zenodo.7923883

Influence of Training Data on the Invertability of Neural Networks for Handwritten Digit Recognition

Autorzy: Antonia Adler, Michaela Geierhos, Eleanor Hobley
Opublikowane w: 2021 20th IEEE International Conference on Machine Learning an Applications (ICMLA), 2022
Wydawca: IEEE
DOI: 10.1109/icmla52953.2021.00122

Peer reviewed articles (7)

Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios

Autorzy: Athanasios Psaltis; Kassiani Zafeirouli; Peter Leškovský; Stavroula Bourou; Juan Camilo Vásquez-Correa; Aitor García-Pablos; Santiago Cerezo Sánchez; Anastasios Dimou; Charalampos Z. Patrikakis; Petros Daras
Opublikowane w: Information, Numer 14(6), 2023, Strona(/y) 342, ISSN 2078-2489
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info14060342

The Development of Cybercrime Law 2020/2021

Autorzy: Professor Dr. Marco Gercke
Opublikowane w: Zeitschrift fuer Urheber- und Medienrecht, Numer Numer 11, 2021, Strona(/y) Pages 921-933, ISSN 0177-6762
Wydawca: NOMOS

Improvement of Accent Classification Models Through Grad-Transfer From Spectrograms and Gradient-Weighted Class Activation Mapping

Autorzy: Carofilis, Andrés; Alegre, Enrique; Fidalgo, Eduardo; Fernández-Robles, Laura
Opublikowane w: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numer 31, 2023, Strona(/y) 2859–2871, ISSN 2329-9304
Wydawca: IEEE
DOI: 10.1109/TASLP.2023.3297961

MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

Autorzy: Andrés Carofilis; Laura Fernández-Robles; Enrique Alegre; Eduardo Fidalgo
Opublikowane w: IEEE Access, Numer 11, 2023, Strona(/y) 80089-80104, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3300973

Novel Speech Recognition Systems Applied to Forensics within Child Exploitation: Wav2vec2.0 vs. Whisper

Autorzy: Juan Camilo Vásquez-Correa; Aitor Álvarez
Opublikowane w: Sensors, Numer 23, 2023, Strona(/y) 1843, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23041843

Triple-BigGAN: Semi-supervised Generative Adversarial Networks for Image Synthesis and Classification on Sexual Facial Expression Recognition

Autorzy: Abhishek Gangwar; Víctor González-Castro; Enrique Alegre; Eduardo Fidalgo
Opublikowane w: Neurocomputing 2023, Numer Jan. 12, 2023, 2023, ISSN 0925-2312
Wydawca: Elsevier BV
DOI: 10.1016/j.neucom.2023.01.027

Short text classification approach to identify child sexual exploitation material

Autorzy: Al-Nabki, W., Fidalgo, E., Alegre, E., & Alaiz-Rodríguez, R
Opublikowane w: Scientific Reports, Numer 13(1), 2023, Strona(/y) 16108, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-023-42902-8

Other (2)

Boosting Masked Face Recognition with Multi-Task ArcFace

Autorzy: David Montero; Marcos Nieto; Peter Leskovsky; Naiara Aginako
Opublikowane w: Crossref, Numer 8, 2021
Wydawca: ArXiv
DOI: 10.1109/sitis57111.2022.00042

Boosting Masked Face Recognition with Multi-Task ArcFace

Autorzy: David Montero, Marcos Nieto, Peter Leškovský, Naiara Aginako
Opublikowane w: the Computing Research Repository (CoRR) in arXiv, 2021
Wydawca: arXiv